Design and Implementation of One Prototype of Anti-Spam Engine Based on Winnow Algorithm
Huang Dong · Computer Technology and Development · 2006
Email is one of indispensable communication ways in daily life,but spam has done serious harm to people.In this paper present the design of an anti-spam engine based on Winnow algorithm and focus on Chinese spam,and the result of distinguishing from unknown mail is good.Firstly it decodes content of the mail,segments,and chooses terms with information gain.Then it constructs the classification.Finally it tests the result with partly mails,and the wrong will result in feedback study.The test data analysis shows that the system outcome is good.